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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Laser-induced spectroscopy and plasma
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

543 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
543 works in the cohort · of 4,299,418page 5 of 11

Labels cover 1 of 543 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 543 of 543 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
UV Raman detection of 2,4-DNT in contact with sand particles
Alejandro Blanco, Leonardo C. Pacheco‐Londoño, Alvaro J. Peña-Quevedo, Samuel P. Hernández‐Rivera
2006· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Laser guided ionic wind
Shengzhe Du, Tiejun Wang, Zhongbin Zhu, Yaoxiang Liu, Na Chen, Jianhao Zhang +8 more
2018· article· en· Scientific Reports· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Probing plasma dynamics
P. B. Corkum
2008· article· en· Nature Photonics· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Micro-LIBS
M.T. Taschuk, I. Cravetchi, Ying Y. Tsui, R. Fedosejevs
2007· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
GGR Critical Review of Analytical Developments in 2004–2005
Janet Hergt, L. Paul Bédard, Étienne Deloule, Klaus Peter Jochum, Kathryn L. Linge, Paul Sylvester +2 more
2006· article· en· Geostandards and Geoanalytical Research· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Ultrafast intense laser “explosion” of hardwood
F. Théberge, S. Petit, Atsushi Iwasaki, Mohammad Reza Kasaai, S. L. Chin
2002· article· en· Applied Surface Science· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About